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Anthropic has opportunities to optimize their models / prompts during reinforcement learning, so the advice from the article to stay close to what works in Claude code is valid and probably has more applicability for Anthropic models than applying the same techniques to others.

With a subscription plan, Anthropic is highly incentivized to be efficient in their loops beyond just making it a better experience for users.


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